Triple

T19063461
Position Surface form Disambiguated ID Type / Status
Subject IPFS E466594 entity
Predicate compatibleWith P203 FINISHED
Object libp2p
libp2p is a modular, extensible networking framework for building peer-to-peer applications that handles transport, peer discovery, routing, and secure communication across heterogeneous networks.
 E1357565 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: libp2p | Statement: [IPFS, compatibleWith, libp2p]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: libp2p
Context triple: [IPFS, compatibleWith, libp2p]
  • A. IPFS
    IPFS (InterPlanetary File System) is a distributed, peer-to-peer protocol and network for storing and sharing data using content-addressing to create a permanent, decentralized web.
  • B. PEGASUS network
    The PEGASUS network is a European association of leading universities and institutions dedicated to education and research in aerospace engineering.
  • C. WireGuard VPN protocol
    WireGuard VPN protocol is a modern, lightweight, and high-performance virtual private network protocol focused on simplicity and strong cryptographic security.
  • D. Warp Pipe network
    The Warp Pipe network is an interconnected system of magical pipes in the Mario universe that enables rapid travel between distant locations throughout the Mushroom Kingdom and beyond.
  • E. ICE network
    The ICE network is Germany’s high-speed InterCity Express rail system that connects major cities domestically and internationally, including routes such as Paris–Cologne.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: libp2p
Triple: [IPFS, compatibleWith, libp2p]
Generated description
libp2p is a modular, extensible networking framework for building peer-to-peer applications that handles transport, peer discovery, routing, and secure communication across heterogeneous networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: libp2p
Target entity description: libp2p is a modular, extensible networking framework for building peer-to-peer applications that handles transport, peer discovery, routing, and secure communication across heterogeneous networks.
  • A. IPFS
    IPFS (InterPlanetary File System) is a distributed, peer-to-peer protocol and network for storing and sharing data using content-addressing to create a permanent, decentralized web.
  • B. PEGASUS network
    The PEGASUS network is a European association of leading universities and institutions dedicated to education and research in aerospace engineering.
  • C. WireGuard VPN protocol
    WireGuard VPN protocol is a modern, lightweight, and high-performance virtual private network protocol focused on simplicity and strong cryptographic security.
  • D. Warp Pipe network
    The Warp Pipe network is an interconnected system of magical pipes in the Mario universe that enables rapid travel between distant locations throughout the Mushroom Kingdom and beyond.
  • E. ICE network
    The ICE network is Germany’s high-speed InterCity Express rail system that connects major cities domestically and internationally, including routes such as Paris–Cologne.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e196deac8190ad0406c616197e0b completed April 20, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05d3569e5881909b6493ce9ac447a5 completed May 14, 2026, 1:51 p.m.
NEDg Description generation batch_6a05d5c28a708190bf31c547522380db completed May 14, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_6a05d74b87048190b02383d4c0769c2d completed May 14, 2026, 2:08 p.m.
Created at: April 10, 2026, 12:03 p.m.